Published September 5, 2022
| Version 1.0
Dataset
Open
Shifts Multiple Sclerosis Lesion Segmentation Dataset Part 2
Creators
- Malinin, Andrey1
- Athanasopoulos, Andreas2
- Barakovic, Muhamed3
- Bach Cuadra, Meritxell4
- Gales, Mark5
- Granziera, Cristina3
- Graziani, Mara6
- Kartashev, Nikolay1
- Kyriakopoulos, Konstantinos2
- Lu, Po-Jui3
- Molchanova, Nataliia4
- Nikitakis, Antonis2
- Raina, Vatsal5
- La Rosa, Francesco7
- Sivena, Eli2
- Tsarsitalidis, Vasileios2
- Tsompopoulou, Efi2
- Volf, Elena1
- 1. Shifts Project
- 2. DeepSea
- 3. University of Basel
- 4. University of Lausanne
- 5. University of Cambridge
- 6. HES-SO Valais, IBM
- 7. Icahn School of Medicine at Mount Sinai
Description
This archive contains part 2 of Shift Benchmark on Multiple Sclerosis lesion segmentation data. This dataset is provided by the Shifts Project to enable assessment of the robustness of models to distributional shift and the quality of their uncertainty estimates. This part is contains data collected from several different sources and distributed under a CC BY NC SA 4.0 license. Part 1 of the data is available here. A full description of the benchmark is available in https://arxiv.org/pdf/2206.15407. To find out more about the Shifts Project, please visit https://shifts.ai .
Notes
Files
shifts_ms_pt2.zip
Files
(941.0 MB)
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Additional details
Funding
References
- Malinin, Andrey et al. (2022). Shifts 2.0: Extending The Dataset of Real Distributional Shifts, arXiv:2206.15407